Shiny chat app for a commons agent — commons

commons_app() composes commons_server() and commons_theme() into a complete app for local development. To customize and deploy the Shiny app, assemble the UI and server yourself with commons_theme() and commons_server().

Usage

commons_app(client, ...)

Arguments

client: A commons() agent.
...: Extra arguments passed to shiny::shinyApp().

Value

A shiny::shinyApp() object.

Citations and provenance

The server verifies citations against trusted calculations, context, and data documentation as the answer streams. Verified citations appear inline, with details that name the trusted source. A provenance marker follows the answer when it was produced by a trusted calculation, or when a fallback answer cites nothing verified.

Examples

if (FALSE) { # \dontrun{
agent <- commons(
  ellmer::chat_anthropic(),
  data_sources = data_source(sales = sales)
)
commons_app(agent)
} # }